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Convergence and transition paths in transportation: Fresh insights from a club clustering algorithm

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  • Saba, Charles Shaaba
Abstract
This study examines the convergence in global transportation for 102 countries spanning 1990–2018. The econometric convergence method of Phillips and Sul was employed to test club convergence and the modelling of transition paths to convergence. I disaggregated the panel data into five regions, based on the United Nations classification of geographical regions. Transportation infrastructure was constructed by using a composite index of transportation via the principal component analysis/method. Our findings suggest the presence of panel convergence at the global and regional levels (except for Africa, Europe and Oceania, which exhibited divergence). However, I identified different numbers of clubs for the regions using an iterative testing procedure and found that the results could not be generalised across the regions as there were both convergent and divergent clubs. The policy measures on transport infrastructures for the regions are discussed in this study.

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  • Saba, Charles Shaaba, 2021. "Convergence and transition paths in transportation: Fresh insights from a club clustering algorithm," Transport Policy, Elsevier, vol. 112(C), pages 80-93.
    • Handle: RePEc:eee:trapol:v:112:y:2021:i:c:p:80-93
    DOI: 10.1016/j.tranpol.2021.08.008
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    as
    1. Saba, Shaaba C & Ngepah, Nicholas & Odhiambo, Nicholas M, 2021. "Analysis of convergence in transport infrastructure: A global evidence," Working Papers 27667, University of South Africa, Department of Economics.
    2. Charles Shaaba Saba & Nicholas Ngepah, 2019. "A cross-regional analysis of military expenditure, state fragility and economic growth in Africa," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(6), pages 2885-2915, November.
    3. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    4. Hong, Junjie, 2007. "Transport and the location of foreign logistics firms: The Chinese experience," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(6), pages 597-609, July.
    5. Laird, James J. & Venables, Anthony J., 2017. "Transport investment and economic performance: A framework for project appraisal," Transport Policy, Elsevier, vol. 56(C), pages 1-11.
    6. Kveiborg, Ole & Fosgerau, Mogens, 2007. "Decomposing the decoupling of Danish road freight traffic growth and economic growth," Transport Policy, Elsevier, vol. 14(1), pages 39-48, January.
    7. Charles Shaaba Saba & Nicholas Ngepah & Christian Nsiah, 2020. "Convergence in military expenditure and economic growth in Africa and its regional economic communities: evidence from a club clustering algorithm," Cogent Economics & Finance, Taylor & Francis Journals, vol. 8(1), pages 1832344-183, January.
    8. Zhang, Anming & Wan, Yulai & Yang, Hangjun, 2019. "Impacts of high-speed rail on airlines, airports and regional economies: A survey of recent research," Transport Policy, Elsevier, vol. 81(C), pages 1-19.
    9. Iacono, Michael & Levinson, David, 2016. "Mutual causality in road network growth and economic development," Transport Policy, Elsevier, vol. 45(C), pages 209-217.
    10. Bernard, Andrew B & Durlauf, Steven N, 1995. "Convergence in International Output," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(2), pages 97-108, April-Jun.
    11. T. W. Swan, 1956. "ECONOMIC GROWTH and CAPITAL ACCUMULATION," The Economic Record, The Economic Society of Australia, vol. 32(2), pages 334-361, November.
    12. Jiang, Xiushan & He, Xiang & Zhang, Lei & Qin, Huanhuan & Shao, Fengru, 2017. "Multimodal transportation infrastructure investment and regional economic development: A structural equation modeling empirical analysis in China from 1986 to 2011," Transport Policy, Elsevier, vol. 54(C), pages 43-52.
    13. Samir, Saidi & Shahbaz, Muhammad & Akhtar, Pervaiz, 2018. "The Long-Run Relationship between Transport Energy Consumption and Transport Infrastructure on Economic Growth in MENA Countries," MPRA Paper 85037, University Library of Munich, Germany, revised 06 Mar 2018.
    14. Peter C. B. Phillips & Donggyu Sul, 2009. "Economic transition and growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(7), pages 1153-1185.
    15. Abramovitz, Moses, 1986. "Catching Up, Forging Ahead, and Falling Behind," The Journal of Economic History, Cambridge University Press, vol. 46(2), pages 385-406, June.
    16. Saba, Charles Shaaba & David, Oladipo Olalekan, 2020. "Convergence patterns in global ICT: Fresh insights from a club clustering algorithm," Telecommunications Policy, Elsevier, vol. 44(10).
    17. Douglas Sutherland & Sonia Araujo & Balázs Égert & Tomasz Koźluk, 2009. "Infrastructure Investment: Links to Growth and the Role of Public Policies," OECD Economics Department Working Papers 686, OECD Publishing.
    18. Mehmet Aldonat Beyzatlar & Hakan Yetkiner, 2017. "Convergence in transportation measures across the EU-15," Transportation, Springer, vol. 44(5), pages 927-940, September.
    19. de Bijl, Paul & Peitz, Martin, 2008. "Innovation, convergence and the role of regulation in the Netherlands and beyond," Telecommunications Policy, Elsevier, vol. 32(11), pages 744-754, December.
    20. David, Oladipo Olalekan, 2019. "Nexus between telecommunication infrastructures, economic growth and development in Africa: Panel vector autoregression (P-VAR) analysis," Telecommunications Policy, Elsevier, vol. 43(8), pages 1-1.
    21. Benevenuto, Rodolfo & Caulfield, Brian, 2019. "Poverty and transport in the global south: An overview," Transport Policy, Elsevier, vol. 79(C), pages 115-124.
    22. Farhadi, Minoo, 2015. "Transport infrastructure and long-run economic growth in OECD countries," Transportation Research Part A: Policy and Practice, Elsevier, vol. 74(C), pages 73-90.
    23. Pasha, Obed & Wyczalkowski, Chris & Sohrabian, Dro & Lendel, Iryna, 2020. "Transit effects on poverty, employment, and rent in Cuyahoga County, Ohio," Transport Policy, Elsevier, vol. 88(C), pages 33-41.
    24. Schuckmann, Steffen W. & Gnatzy, Tobias & Darkow, Inga-Lena & von der Gracht, Heiko A., 2012. "Analysis of factors influencing the development of transport infrastructure until the year 2030 — A Delphi based scenario study," Technological Forecasting and Social Change, Elsevier, vol. 79(8), pages 1373-1387.
    25. Peter C. B. Phillips & Donggyu Sul, 2007. "Transition Modeling and Econometric Convergence Tests," Econometrica, Econometric Society, vol. 75(6), pages 1771-1855, November.
    26. Ozbay, Kaan & Ozmen-Ertekin, Dilruba & Berechman, Joseph, 2007. "Contribution of transportation investments to county output," Transport Policy, Elsevier, vol. 14(4), pages 317-329, July.
    27. Baier, Scott L. & Bergstrand, Jeffrey H., 2001. "The growth of world trade: tariffs, transport costs, and income similarity," Journal of International Economics, Elsevier, vol. 53(1), pages 1-27, February.
    28. Andreas Irmen & Johanna Kuehnel, 2009. "Productive Government Expenditure And Economic Growth," Journal of Economic Surveys, Wiley Blackwell, vol. 23(4), pages 692-733, September.
    29. Taotao Deng, 2013. "Impacts of Transport Infrastructure on Productivity and Economic Growth: Recent Advances and Research Challenges," Transport Reviews, Taylor & Francis Journals, vol. 33(6), pages 686-699, November.
    30. Wang, Chao & Kim, Yul-Seong & Kim, Chi Yeol, 2021. "Causality between logistics infrastructure and economic development in China," Transport Policy, Elsevier, vol. 100(C), pages 49-58.
    31. Robert J. Barro & Xavier Sala-i-Martin, 1991. "Convergence across States and Regions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 22(1), pages 107-182.
    32. Agbelie, Bismark R.D.K., 2014. "An empirical analysis of three econometric frameworks for evaluating economic impacts of transportation infrastructure expenditures across countries," Transport Policy, Elsevier, vol. 35(C), pages 304-310.
    33. Pradhan, Rudra P., 2019. "Investigating the causal relationship between transportation infrastructure, financial penetration and economic growth in G-20 countries," Research in Transportation Economics, Elsevier, vol. 78(C).
    34. Ng, Choy Peng & Law, Teik Hua & Wong, Shaw Voon & Kulanthayan, S., 2017. "Relative improvements in road mobility as compared to improvements in road accessibility and economic growth: A cross-country analysis," Transport Policy, Elsevier, vol. 60(C), pages 24-33.
    35. Wang, Yixuan & Wang, Nuo, 2019. "The role of the port industry in China's national economy: An input–output analysis," Transport Policy, Elsevier, vol. 78(C), pages 1-7.
    36. de Bijl, Paul & Peitz, Martin, 2008. "Innovation, convergence and the role of regulation in the Netherlands and beyond," Telecommunications Policy, Elsevier, vol. 32(11), pages 744-754, December.
    37. Hooi Lean, Hooi & Huang, Wei & Hong, Junjie, 2014. "Logistics and economic development: Experience from China," Transport Policy, Elsevier, vol. 32(C), pages 96-104.
    38. Chi, Junwook & Baek, Jungho, 2013. "Dynamic relationship between air transport demand and economic growth in the United States: A new look," Transport Policy, Elsevier, vol. 29(C), pages 257-260.
    39. Cong, Long-ze & Zhang, Dong & Wang, Ming-li & Xu, Hong-feng & Li, Li, 2020. "The role of ports in the economic development of port cities: Panel evidence from China," Transport Policy, Elsevier, vol. 90(C), pages 13-21.
    40. Song, Lili & van Geenhuizen, Marina, 2014. "Port infrastructure investment and regional economic growth in China: Panel evidence in port regions and provinces," Transport Policy, Elsevier, vol. 36(C), pages 173-183.
    41. Boarnet, Marlon G., 1995. "Transportation Infrastructure, Economic Productivity, and Geographic Scale: Aggregate Growth versus Spatial Redistribution," University of California Transportation Center, Working Papers qt6sj276z4, University of California Transportation Center.
    42. Barro, Robert J & Sala-i-Martin, Xavier, 1992. "Convergence," Journal of Political Economy, University of Chicago Press, vol. 100(2), pages 223-251, April.
    43. Chakrabarti, Sandip, 2018. "Can highway development promote employment growth in India?," Transport Policy, Elsevier, vol. 69(C), pages 1-9.
    44. David Banister, 2012. "Transport and economic development: reviewing the evidence," Transport Reviews, Taylor & Francis Journals, vol. 32(1), pages 1-2, January.
    45. Saidi, Samir & Shahbaz, Muhammad & Akhtar, Pervaiz, 2018. "The long-run relationships between transport energy consumption, transport infrastructure, and economic growth in MENA countries," Transportation Research Part A: Policy and Practice, Elsevier, vol. 111(C), pages 78-95.
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    Cited by:

    1. Saba Charles Shaaba, 2022. "Defence Spending and Economic Growth in South Africa: Evidence from Cointegration and Co-Feature Analysis," Peace Economics, Peace Science, and Public Policy, De Gruyter, vol. 28(1), pages 51-100, February.
    2. Charles Shaaba Saba & Nicholas Ngepah & Nicholas M. Odhiambo, 2024. "Information and Communication Technology (ICT), Growth and Development in Developing Regions: Evidence from a Comparative Analysis and a New Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 14700-14748, September.
    3. Charles Shaaba Saba & Nicholas Ngepah, 2022. "Nexus between telecommunication infrastructures, defence and economic growth: a global evidence," Netnomics, Springer, vol. 22(2), pages 139-177, October.
    4. Charles Shaaba Saba & Oladipo Olalekan David, 2023. "Identifying Convergence in Telecommunication Infrastructures and the Dynamics of Their Influencing Factors Across Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(2), pages 1413-1466, June.

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